fagan2888's repositories
Banknote-Fraud-Detection
Fraudulent banknote detection with decision trees built form scratch. I figured that this could serve as an effective technical exercise.
building-machine-learning-pipelines
Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson
causalml
Uplift modeling and causal inference with machine learning algorithms
cloudpathlib
pathlib-style classes for cloud storage services
deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
dndutils
Utilities for D&D
dslabs
Distributed Systems Labs and Framework
erdantic
Entity relationship diagrams for Python data model classes like Pydantic
explainerdashboard
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
Exploring-Electric-Vehicle-Infrastructure
Exploratory data analysis of electric vehicle infrastructure
h3
Hexagonal hierarchical geospatial indexing system
nbautoexport
Automatically export Jupyter notebooks to various file formats (.py, .html, and more) on save.
NullAway
A tool to help eliminate NullPointerExceptions (NPEs) in your Java code with low build-time overhead
optax
Optax is a gradient processing and optimization library for JAX.
orbit
Bayesian forecasting with object-oriented design and probabilistic models under the hood.
other_utils
small utility files for general use
prod-api-rate-limiter
Reproducible production-ready API with rate-limiter
retentioneering-tools
Retentioneering: product analytics, data-driven customer journey map optimization, marketing analytics, web analytics, transaction analytics, graph visualization, and behavioral segmentation with customer segments in Python. Opensource analytics, predictive analytics over clickstream, sentiment analysis, AB tests, machine learning, and Monte Carlo Markov Chain simulations, extending Pandas, Networkx and sklearn.
review_object_detection_metrics
Review on Object Detection Metrics: 14 object detection metrics including COCO's and PASCAL's metrics. Supporting different bounding box formats.
SqlServerDsc
This module contains DSC resources for deployment and configuration of Microsoft SQL Server.
timemachines
Simple pure function representations of popular time series packages.
tsai
Time series Timeseries Deep Learning Pytorch fastai - State-of-the-art Deep Learning with Time Series and Sequences in Pytorch / fastai
youtube_tool
Tool for extracting comments or subtitles from youtube video's